deeptables.eda 包

子模块

deeptables.eda.utils 模块

deeptables.eda.utils.columns_info(dataframe, topN=10)

deeptables.eda.utils.count_categories(df, category_features, topN=30, sort='freq', df2=None)

deeptables.eda.utils.hist_continuous(df, continuous_features, bins=30, df2=None)

deeptables.eda.utils.reduce_mem_usage(df, verbose=True)

deeptables.eda.utils.split_seq(iterable, size)

输入: list(split_seq(range(9), 4)) 输出: [[0, 1, 2, 3], [4, 5, 6, 7], [8]]

deeptables.eda.utils.top_categories(df, category_feature, topN=30)

deeptables.eda.utils.venn_diagram(train, test, category_features, names=('train', 'test'), figsize=(18, 13))

模块内容